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Machine Learning Engineer
attendees will identify and describe core data concepts such as relational, non-relational, big data and analytics and explore how this technology is implemented with Microsoft Azure. They will explore the roles, tasks and responsibilities in the world of data. attendees will explore relational data offerings, the deployment and use of relational databases, and querying relational data through cloud data solutions using Microsoft Azure. They will explore non-relational data offerings, the deployment and use of non-relational databases and non-relational data stores using Microsoft Azure. attendees will explore the processing options available for building data analytics solutions in Azure. They will explore Azure Synapse Analytics, Azure Databricks, and Azure HDInsight. attendees will learn what Power BI is, including its building blocks and how they work together.
Module 1: Exploring core data concepts
attendees will learn the fundamentals of database concepts in a cloud environment, gain basic knowledge of cloud data services, and build their foundational knowledge of cloud data services in Microsoft Azure. attendees will identify and describe key data concepts such as relational, non-relational, big data and analytics and explore how this technology is implemented with Azure. attendees will explore the roles, tasks and responsibilities in the world of data.
Lessons
- Exploring core data concepts
- Exploring roles and responsibilities in the world of data
- Describing concepts of relational data
- Exploring concepts of non-relational data
- Exploring concepts of data analysis
Module 2: Exploring relational data in Azure
attendees will learn the fundamentals of database concepts in a cloud environment, gain basic knowledge of cloud data services, and build their foundational knowledge of cloud data services in Microsoft Azure. attendees will explore relational data offerings, deploying and using relational databases, and querying relational data through cloud data solutions with Azure.
Lessons
- Explore the range of relational data in Azure
- Investigate the deployment and use of relational database offerings in Azure
- Querying relational data in Azure
Module 3: Exploring non-relational data in Azure
attendees will learn the fundamentals of database concepts in a cloud environment, gain basic knowledge of cloud data services, and build their foundational knowledge of cloud data services in Azure. attendees will explore non-relational data offerings, deployment and use of non-relational databases and non-relational data stores with Microsoft Azure.
Lessons
- Examine non-relational data offerings in Azure
- Investigate the deployment and use of non-relational data services on Azure
- Manage non-relational data storage in Azure
Module 4: Exploring modern data warehouse analytics in Azure
attendees will learn the fundamentals of database concepts in a cloud environment, gain basic knowledge of cloud data services, and build their foundational knowledge of cloud data services in Azure. attendees will explore the processing capabilities available for building data analytics solutions in Azure. attendees will explore Azure Synapse Analytics, Azure Databricks, and Azure HDInsight. attendees will learn what Power BI is, including its building blocks and how they work together.
Lessons
- Examine components of a modern data warehouse
- Explore data ingestion in Azure
- Explore data storage and processing in Azure
- Start building with Power BI
- Describing core data concepts
- Describe how to work with relational data on Azure
- Describe how to work with non-relational data via Azure
- Describing an analytical workload on Azure
This training prepares you for:
Exam: DP-900: Microsoft Azure Data Fundamentals for the
Certification: Microsoft Certified: Azure Data Fundamentals
This course consists of training training and is led by a trainer who supervises the participants live. Theory and practice are taught with live demonstrations and practical exercises. The video conferencing software Zoom is used.
The target audience for this course is individuals who want to learn the fundamentals of database concepts in a cloud environment, gain basic knowledge of cloud data services, and build their foundational knowledge of cloud data services within Microsoft Azure. attendees should be familiar with the concepts of relational and non-relational data as well as different types of data workloads such as transactional or analytical data.
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